Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO

To efficiently utilize the scarce wireless resource, the random access scheme has been attaining renewed interest primarily in supporting the sporadic traffic of a large number of devices encountered in the Internet of Things (IoT). In this paper we investigate the performance of slotted ALOHA—a simple and practical random access scheme—in connection with the grant-free random access protocol applied for user-centric cell-free massive MIMO. More specifically, we provide the expression of the sum-throughput under the assumptions of the capture capability owned by the centralized detector in the uplink. Further, a comparative study of user-centric cell-free massive MIMO with other types of networks is provided, which allows us to identify its potential and possible limitation. Our numerical simulations show that the user-centric cell-free massive MIMO has a good trade-off between performance and fronthaul load, especially at low activation probability regime.

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Publication Details

Published
2024-09-02
DOI
https://doi.org/10.1109/pimrc59610.2024.10817232
Primary Topic
Wireless Communication Networks Research
Type
article
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article

Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO

Peter Jung, Dick Maryopi, Agus Virgono, Osman Musa et al.
Wireless Communication Networks Research
article

Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO

Peter Jung, Dick Maryopi, Agus Virgono, Osman Musa, Daud Al Adumy
article en

Abstract

To efficiently utilize the scarce wireless resource, the random access scheme has been attaining renewed interest primarily in supporting the sporadic traffic of a large number of devices encountered in the Internet of Things (IoT). In this paper we investigate the performance of slotted ALOHA—a simple and practical random access scheme—in connection with the grant-free random access protocol applied for user-centric cell-free massive MIMO. More specifically, we provide the expression of the sum-throughput under the assumptions of the capture capability owned by the centralized detector in the uplink. Further, a comparative study of user-centric cell-free massive MIMO with other types of networks is provided, which allows us to identify its potential and possible limitation. Our numerical simulations show that the user-centric cell-free massive MIMO has a good trade-off between performance and fronthaul load, especially at low activation probability regime.

Technische Universität Berlin (DE), Telkom University (ID)
Openalex Percentile: Top 71%
Wireless Communication Networks Research
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Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO — Peter Jung, Dick Maryopi, et al. · (2024) | TGRS Research Map | TGRS